Title :
A real-time user Interest Meter and its applications in home video summarizing
Author :
Peng, Wei-Ting ; Chang, Chia-Han ; Chu, Wei-Ta ; Huang, Wei-Jia ; Chou, Chien-Nan ; Chang, Wen-Yan ; Hung, Yi-Ping
Author_Institution :
Grad. Inst. of Networking & Multimedia, Nat. Taiwan Univ., Taipei, Taiwan
Abstract :
In this paper, we propose the Interest Meter (IM), a system making computer conscious of user´s reactions, to measure user´s interest in real time. The Interest Meter takes account of users´ spontaneous reactions when users interact with computers. In this work, we analyze variations of user´s eye movement, blink, head motion, and facial expression. Furthermore, we propose an algorithm to combine those signals into interest score and determine important parts of video shots when people watch raw home videos. Experimental result shows that this new type of editing mechanism can effectively generate home video summaries.
Keywords :
computer vision; face recognition; video signal processing; blink; eye movement; facial expression; head motion; home video summaries; home video summarizing; raw home videos; real-time user interest meter; video shots; Computers; Face; Face recognition; Image color analysis; Iris; Software; Interest Meter; eye movement; facial expression; video summarization;
Conference_Titel :
Multimedia and Expo (ICME), 2010 IEEE International Conference on
Conference_Location :
Suntec City
Print_ISBN :
978-1-4244-7491-2
DOI :
10.1109/ICME.2010.5582606